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I open-sourced 24 QA skills for Claude Code — from spec to release

Open-source release of "QA Claude Skill," a collection of 24 production-grade QA skills for Claude Code covering test design, automation, performance, security, and mutation testing. The skills are designed to be configurable for any team via a `config.json` file, with support for multiple modes (including markdown-only for solo developers) and bilingual documentation in Traditional Chinese and English. The project is available under a dual license (MIT for non-commercial use, with commercial licenses available case-by-case).

read5 min views15 publishedMay 22, 2026

TL;DR— I just open-sourcedQA Claude Skill— 24 production-grade QA skills for[Claude Code]covering test design, automation, performance, security, mutation testing, and more. MIT for non-commercial use..[GitHub repo]

The problem #

For two years I've been iterating a personal Claude Code workspace for QA work — bug reports, test plans, review checklists, regression matrices. It saved me hours every week.

But every time a colleague asked "how do you write a test plan that fast?" — handing them my workspace meant they got dozens of files hard-coded with my JIRA project key, my Slack user ID, my AWS bucket. Useless to anyone else.

So I spent the last two weeks extracting 24 skills into a properly generalized, open-source repo. Drop in your team's IDs via config.json

and it works for any team, any stack.

What's in the box #

24 skills across 8 categories:

Category Skills
Test Design (8)
test-master · flutter-test-master · test-review · regression-test · speckit-to-tc · tc-version-diff · sheet-md-sync · smoke-test-analyzer
Automation (3)
test-automation · flutter-test-automation · tc-to-pytest
Bug Management (1)
bug-report
Quality Quantification (2)
mutation-testing · property-based-test-gen
Reporting (1)
publish-regression
Performance & Security (3)
performance-test-gen · security-scan · api-contract-test
CI Health (2)
visual-regression-gen · flaky-test-hunter
Quality Specialties (4)
a11y-audit · localization-test · push-notification-test · test-data-factory

What it actually does #

Each skill activates on natural language triggers. Some examples:

1. "I want to file a bug"

The bug-report

skill walks you through RIDER format (Reproduction / Impact / Device / Expected vs Actual / References), checks JIRA for duplicates, does root-cause analysis from git history, creates the ticket with the right priority, and sends a Slack DM — in one conversation.

2. "Plan tests for this new feature"

test-master

reads your JIRA ticket (or your description), scans both iOS and Android repos for affected modules, designs a test pyramid (70% Unit / 20% Integration / 10% UI), generates black-box + white-box test cases in Google Sheets, identifies coverage gaps against existing tests, and builds an automation ROI roadmap.

It also enforces a11y must-checks per UI feature (Dynamic Type / VoiceOver / contrast / touch targets) — no more "we forgot accessibility" at the end of the sprint.

3. "Are my tests actually catching bugs?"

mutation-testing

runs mutmut

on your Python backend. It changes <

to <=

, True

to False

, or numeric literals — then re-runs your pytest. If your tests still pass with the broken code, that mutation survived = your TCs have fake coverage.

Then property-based-test-gen

takes those survived mutations and generates hypothesis

strategies that fuzz 200 inputs per test to close the gap.

4. "Which tests should run on every PR?"

smoke-test-analyzer

scans your existing test suite (iOS XCUITest / Android Espresso / pytest), scores each test on 5 weighted criteria (criticality / speed / stability / independence / coverage value), and tiers them:

T0 PR Smoke(< 3 min) — runs every PR - T1 Daily(< 10 min) — runs nightly - T2 Release(< 60 min) — pre-release full regression - T3 Manual— exploratory, visual, a11y

Then it generates .xctestplan

for iOS or Gradle filters for Android.

Three modes for any tool stack #

Not every team has the same MCP servers installed. Same skills, three modes:

Mode When to use
full-mcp
You have Atlassian + Slack + Google Workspace MCPs
partial-mcp
Some MCPs missing — skills degrade gracefully
markdown-only
Solo dev / no MCP / pure documentation flow

The markdown-only

mode is what makes this actually portable — every skill can still produce useful Markdown reports under .claude/testing/

without external dependencies. Solo developers can use the full suite without setting up anything.

6 ready-to-use presets #

cp config/presets/full-stack.json     config/config.json   # All MCPs
cp config/presets/jira-only.json      config/config.json   # JIRA only
cp config/presets/markdown-only.json  config/config.json   # Pure docs
cp config/presets/startup.json        config/config.json   # Small startup
cp config/presets/enterprise.json     config/config.json   # 5 team boards
cp config/presets/government.json     config/config.json   # High-compliance

Why I made it bilingual + 简体 #

I'm Taiwanese, and most of the test-engineering content out there is English-first. So every skill ships with:

SKILL.md

— Traditional Chinese (primary) - SKILL.en.md

— English mirror - concept-zh.md

— Beginner intros for unfamiliar concepts (mutation testing, property-based testing, spec-driven dev, test tiering)

The README is in English (primary), Traditional Chinese, and Simplified Chinese.

The license model #

I went with a dual license:

  • 🟢 MIT— Personal use / education / research / non-profits / 30-day evaluation / open-source contributions - 🔴 Commercial— For-profit company internal use, paid products, SaaS, paid consulting

See LICENSE-COMMERCIAL.md for how to obtain a commercial license. I'm doing this case-by-case via GitHub Issues — the goal isn't to monetize aggressively, but to leave space for sustainable enterprise support if it grows.

Quick start #

git clone https://github.com/kao273183/qa-claude-skill.git
cd qa-claude-skill
cp config/config.example.json config/config.json   # Edit your IDs
./install.sh

In Claude Code:

Generate test plan for a user login feature

The test-master

skill activates and walks you through. Or try:

"I want to file a bug — the checkout crashes on Android"

"Review these test cases [Google Sheet URL]"

"Check if my tests actually catch bugs in src/auth/"

Windows users — there's a PowerShell version (install.ps1

) as of v1.3.0.

What's still missing #

This is v1.6.2. The roadmap still has:

  • Japanese translation
  • Web UI for editing config.json visually
  • More skills (test-impact-analyzer, oauth-flow-test, websocket-realtime-test, llm-quality-eval...)

PRs welcome. The CONTRIBUTING.md has the template for adding a new skill.

Try it #

GitHub: kao273183/qa-claude-skill

I'd love to hear what skills are missing for your team's stack — drop an issue or comment below.

If this saves your team time, you can buy me a coffee ☕ — but a ⭐ on the repo helps more.

This is a community / personal project for Claude Code users — NOT an official Anthropic product.

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